TY - JOUR
T1 - Effects of HIV viremia on the gastrointestinal microbiome of young MSM
AU - Cook, Ryan R.
AU - Fulcher, Jennifer A.
AU - Tobin, Nicole H.
AU - Li, Fan
AU - Lee, David
AU - Javanbakht, Marjan
AU - Brookmeyer, Ron
AU - Shoptaw, Steve
AU - Bolan, Robert
AU - Aldrovandi, Grace M.
AU - Gorbach, Pamina M.
N1 - Funding Information:
This work was supported by the National Institute on Drug Abuse (1R36 DA046310 and 2U01 DA036267) and the UCLA Center for HIV Identification, Prevention and Treatment Services (CHIPTS; National Institute of Mental Health P30 MH58107). Additional support provided by the UCLA AIDS Institute and UCLA CFAR Microbiome and Mucosal Immunology Core (P30 AI028697). J.A.F. was supported in part by National Institute of Allergy and Infectious Diseases (NIAID) (K08 AI124979). Overall support for the International Maternal Pediatric Adolescent AIDS Clinical Trials Group (IMPAACT) was provided by the National Institute of Allergy and Infectious Diseases (NIAID) of the National Institutes of Health (NIH) under Award Numbers UM1AI068632 (IMPAACT LOC), UM1AI068616 (IMPAACT SDMC) and UM1AI106716 (IMPAACT LC), with cofunding from the Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) and the National Institute of Mental Health (NIMH). The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH.
Publisher Copyright:
© 2019 Wolters Kluwer Health, Inc. All rights reserved.
PY - 2019/4/1
Y1 - 2019/4/1
N2 - Objective:We employed a high-dimensional covariate adjustment method in microbiome analysis to better control for behavioural and clinical confounders, and in doing so examine the effects of HIV on the rectal microbiome.Design:Three hundred and eighty-three MSM were grouped into four HIV viremia categories: HIV negative (n = 200), HIV-positive undetectable (HIV RNA < 20 copies/ml; n = 66), HIV-positive suppressed (RNA 20-200 copies/ml; n = 72) and HIV-positive viremic (RNA > 200 copies/ml; n = 45).Methods:We performed 16S rRNA gene sequencing on rectal swab samples and used inverse probability of treatment-weighted marginal structural models to examine differences in microbial composition by HIV viremia category.Results:HIV viremia explained a significant amount of variability in microbial composition in both unadjusted and covariate-adjusted analyses (R2 = 0.011, P = 0.02). Alterations in bacterial taxa were more apparent with increasing viremia. Relative to the HIV-negative group, HIV-positive undetectable participants showed depletions in Brachyspira, Campylobacter and Parasutterella, while suppressed participants demonstrated depletions in Barnesiella, Brachyspira and Helicobacter. The microbial signature of viremic men was most distinct, showing enrichment in inflammatory genera Peptoniphilus, Porphyromonas and Prevotella and depletion of Bacteroides, Brachyspira and Faecalibacterium, among others.Conclusion:Our study shows that, after accounting for the influence of multiple confounding factors, HIV is associated with dysbiosis in the gastrointestinal microbiome in a dose-dependent manner. This analytic approach may allow for better identification of true microbial associations by limiting the effects of confounding, and thus improve comparability across future studies.
AB - Objective:We employed a high-dimensional covariate adjustment method in microbiome analysis to better control for behavioural and clinical confounders, and in doing so examine the effects of HIV on the rectal microbiome.Design:Three hundred and eighty-three MSM were grouped into four HIV viremia categories: HIV negative (n = 200), HIV-positive undetectable (HIV RNA < 20 copies/ml; n = 66), HIV-positive suppressed (RNA 20-200 copies/ml; n = 72) and HIV-positive viremic (RNA > 200 copies/ml; n = 45).Methods:We performed 16S rRNA gene sequencing on rectal swab samples and used inverse probability of treatment-weighted marginal structural models to examine differences in microbial composition by HIV viremia category.Results:HIV viremia explained a significant amount of variability in microbial composition in both unadjusted and covariate-adjusted analyses (R2 = 0.011, P = 0.02). Alterations in bacterial taxa were more apparent with increasing viremia. Relative to the HIV-negative group, HIV-positive undetectable participants showed depletions in Brachyspira, Campylobacter and Parasutterella, while suppressed participants demonstrated depletions in Barnesiella, Brachyspira and Helicobacter. The microbial signature of viremic men was most distinct, showing enrichment in inflammatory genera Peptoniphilus, Porphyromonas and Prevotella and depletion of Bacteroides, Brachyspira and Faecalibacterium, among others.Conclusion:Our study shows that, after accounting for the influence of multiple confounding factors, HIV is associated with dysbiosis in the gastrointestinal microbiome in a dose-dependent manner. This analytic approach may allow for better identification of true microbial associations by limiting the effects of confounding, and thus improve comparability across future studies.
KW - HIV
KW - MSM
KW - causal inference
KW - dysbiosis
KW - inverse probability of treatment weighting
KW - microbiome
KW - propensity scores
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U2 - 10.1097/QAD.0000000000002132
DO - 10.1097/QAD.0000000000002132
M3 - Article
C2 - 30649052
AN - SCOPUS:85063291924
SN - 0269-9370
VL - 33
SP - 793
EP - 804
JO - AIDS
JF - AIDS
IS - 5
ER -